Numeric dataset Profile Report

Dataset statistics

Number of variables	29
Number of observations	809711
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	1014
Duplicate rows (%)	0.1%
Total size in memory	179.2 MiB
Average record size in memory	232.0 B

Variable types

Numeric	24
Categorical	5

Alerts

Dataset has 1014 (0.1%) duplicate rows	Duplicates
`DIST_CIA` is highly correlated with `DIST_HECHO`	High correlation
`DIST_HECHO` is highly correlated with `DIST_CIA`	High correlation
`DPTO_CIA` is highly correlated with `DPTO_HECHO` and 3 other fields	High correlation
`DPTO_HECHO` is highly correlated with `DPTO_CIA` and 3 other fields	High correlation
`LIBRO` is highly correlated with `TIPO_DENUNCIA`	High correlation
`PROV_CIA` is highly correlated with `DPTO_CIA` and 2 other fields	High correlation
`PROV_HECHO` is highly correlated with `DPTO_CIA` and 2 other fields	High correlation
`REGION` is highly correlated with `DPTO_CIA` and 1 other fields	High correlation
`TIPO` is highly correlated with `FEC_REGISTRO_ANIO` and 1 other fields	High correlation
`TIPO_DENUNCIA` is highly correlated with `LIBRO`	High correlation
`FEC_REGISTRO_ANIO` is highly correlated with `TIPO` and 1 other fields	High correlation
`FEC_REGISTRO_MES` is highly correlated with `FECHA_HORA_HECHO_MES`	High correlation
`FEC_REGISTRO_DIA` is highly correlated with `FECHA_HORA_HECHO_DIA`	High correlation
`FECHA_HORA_HECHO_ANIO` is highly correlated with `TIPO` and 1 other fields	High correlation
`FECHA_HORA_HECHO_MES` is highly correlated with `FEC_REGISTRO_MES`	High correlation
`FECHA_HORA_HECHO_DIA` is highly correlated with `FEC_REGISTRO_DIA`	High correlation
`DIST_CIA` is highly correlated with `DIST_HECHO`	High correlation
`DIST_HECHO` is highly correlated with `DIST_CIA`	High correlation
`DPTO_CIA` is highly correlated with `DPTO_HECHO` and 3 other fields	High correlation
`DPTO_HECHO` is highly correlated with `DPTO_CIA` and 3 other fields	High correlation
`LIBRO` is highly correlated with `TIPO_DENUNCIA`	High correlation
`PROV_CIA` is highly correlated with `DPTO_CIA` and 2 other fields	High correlation
`PROV_HECHO` is highly correlated with `DPTO_CIA` and 2 other fields	High correlation
`REGION` is highly correlated with `DPTO_CIA` and 2 other fields	High correlation
`TIPO` is highly correlated with `REGION` and 2 other fields	High correlation
`TIPO_DENUNCIA` is highly correlated with `LIBRO`	High correlation
`FEC_REGISTRO_ANIO` is highly correlated with `TIPO` and 1 other fields	High correlation
`FEC_REGISTRO_MES` is highly correlated with `FECHA_HORA_HECHO_MES`	High correlation
`FEC_REGISTRO_DIA` is highly correlated with `FECHA_HORA_HECHO_DIA`	High correlation
`FECHA_HORA_HECHO_ANIO` is highly correlated with `TIPO` and 1 other fields	High correlation
`FECHA_HORA_HECHO_MES` is highly correlated with `FEC_REGISTRO_MES`	High correlation
`FECHA_HORA_HECHO_DIA` is highly correlated with `FEC_REGISTRO_DIA`	High correlation
`DIST_CIA` is highly correlated with `DIST_HECHO`	High correlation
`DIST_HECHO` is highly correlated with `DIST_CIA`	High correlation
`DPTO_CIA` is highly correlated with `DPTO_HECHO` and 3 other fields	High correlation
`DPTO_HECHO` is highly correlated with `DPTO_CIA` and 3 other fields	High correlation
`LIBRO` is highly correlated with `TIPO_DENUNCIA`	High correlation
`PROV_CIA` is highly correlated with `DPTO_CIA` and 2 other fields	High correlation
`PROV_HECHO` is highly correlated with `DPTO_CIA` and 2 other fields	High correlation
`REGION` is highly correlated with `DPTO_CIA` and 1 other fields	High correlation
`TIPO` is highly correlated with `FEC_REGISTRO_ANIO` and 1 other fields	High correlation
`TIPO_DENUNCIA` is highly correlated with `LIBRO`	High correlation
`FEC_REGISTRO_ANIO` is highly correlated with `TIPO` and 1 other fields	High correlation
`FEC_REGISTRO_MES` is highly correlated with `FECHA_HORA_HECHO_MES`	High correlation
`FEC_REGISTRO_DIA` is highly correlated with `FECHA_HORA_HECHO_DIA`	High correlation
`FECHA_HORA_HECHO_ANIO` is highly correlated with `TIPO` and 1 other fields	High correlation
`FECHA_HORA_HECHO_MES` is highly correlated with `FEC_REGISTRO_MES`	High correlation
`FECHA_HORA_HECHO_DIA` is highly correlated with `FEC_REGISTRO_DIA`	High correlation
`FEC_REGISTRO_ANIO` is highly correlated with `TIPO`	High correlation
`TIPO` is highly correlated with `FEC_REGISTRO_ANIO`	High correlation
`COMISARIA` is highly correlated with `DIST_CIA` and 3 other fields	High correlation
`DERIVADA_FISCALIA` is highly correlated with `EST_CIVIL`	High correlation
`DIRECCION` is highly correlated with `DIST_CIA`	High correlation
`DIST_CIA` is highly correlated with `COMISARIA` and 7 other fields	High correlation
`DIST_HECHO` is highly correlated with `COMISARIA` and 6 other fields	High correlation
`DPTO_CIA` is highly correlated with `DIST_CIA` and 5 other fields	High correlation
`DPTO_HECHO` is highly correlated with `DIST_CIA` and 5 other fields	High correlation
`EST_CIVIL` is highly correlated with `DERIVADA_FISCALIA`	High correlation
`LIBRO` is highly correlated with `TIPO_DENUNCIA`	High correlation
`PROV_CIA` is highly correlated with `COMISARIA` and 6 other fields	High correlation
`PROV_HECHO` is highly correlated with `COMISARIA` and 6 other fields	High correlation
`REGION` is highly correlated with `DIST_CIA` and 7 other fields	High correlation
`SEXO` is highly correlated with `SIT_PERSONA`	High correlation
`SIT_PERSONA` is highly correlated with `SEXO`	High correlation
`TIPO` is highly correlated with `REGION` and 1 other fields	High correlation
`TIPO_DENUNCIA` is highly correlated with `LIBRO`	High correlation
`FEC_REGISTRO_ANIO` is highly correlated with `REGION` and 2 other fields	High correlation
`FEC_REGISTRO_MES` is highly correlated with `FECHA_HORA_HECHO_MES`	High correlation
`FEC_REGISTRO_DIA` is highly correlated with `FECHA_HORA_HECHO_DIA`	High correlation
`FEC_REGISTRO_DIA_SEM` is highly correlated with `FECHA_HORA_HECHO_DIA_SEM`	High correlation
`FECHA_HORA_HECHO_ANIO` is highly correlated with `FEC_REGISTRO_ANIO`	High correlation
`FECHA_HORA_HECHO_MES` is highly correlated with `FEC_REGISTRO_MES`	High correlation
`FECHA_HORA_HECHO_DIA` is highly correlated with `FEC_REGISTRO_DIA`	High correlation
`FECHA_HORA_HECHO_DIA_SEM` is highly correlated with `FEC_REGISTRO_DIA_SEM`	High correlation
`DPTO_CIA` has 8250 (1.0%) zeros	Zeros
`DPTO_HECHO` has 8124 (1.0%) zeros	Zeros
`EST_CIVIL` has 136351 (16.8%) zeros	Zeros
`VIA` has 20641 (2.5%) zeros	Zeros
`FEC_REGISTRO_DIA_SEM` has 139264 (17.2%) zeros	Zeros
`FECHA_HORA_HECHO_DIA_SEM` has 123397 (15.2%) zeros	Zeros

Reproduction

Analysis started	2022-08-02 22:11:38.146512
Analysis finished	2022-08-02 22:16:04.885771
Duration	4 minutes and 26.74 seconds
Software version	pandas-profiling v3.2.0
Download configuration	config.json

COMISARIA
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	1104
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	525.6741788

Minimum	0
Maximum	1103
Zeros	3666
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	6.2 MiB

Quantile statistics

Minimum	0
5-th percentile	61
Q1	231
median	492
Q3	837
95-th percentile	1059
Maximum	1103
Range	1103
Interquartile range (IQR)	606

Descriptive statistics

Standard deviation	325.5309107
Coefficient of variation (CV)	0.6192636501
Kurtosis	-1.258048507
Mean	525.6741788
Median Absolute Deviation (MAD)	266
Skewness	0.1906195132
Sum	425644165
Variance	105970.3738
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
231	51606	6.4%
281	12659	1.6%
954	10189	1.3%
1067	8917	1.1%
77	7764	1.0%
238	7718	1.0%
897	7476	0.9%
368	6538	0.8%
495	5986	0.7%
431	5932	0.7%
Other values (1094)	684926	84.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3666	0.5%
1	1672	0.2%
2	1366	0.2%
3	1940	0.2%
4	6	< 0.1%
5	114	< 0.1%
6	2553	0.3%
7	57	< 0.1%
8	345	< 0.1%
9	108	< 0.1%

Value	Count	Frequency (%)
1103	2	< 0.1%
1102	47	< 0.1%
1101	729	0.1%
1100	118	< 0.1%
1099	1715	0.2%
1098	1851	0.2%
1097	4058	0.5%
1096	2646	0.3%
1095	1082	0.1%
1094	58	< 0.1%

DERIVADA_FISCALIA
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	10
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.794043801

Minimum	0
Maximum	9
Zeros	9
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	6.2 MiB

Quantile statistics

Minimum	0
5-th percentile	4
Q1	4
median	4
Q3	7
95-th percentile	7
Maximum	9
Range	9
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	1.443064563
Coefficient of variation (CV)	0.3010119689
Kurtosis	-0.1248069762
Mean	4.794043801
Median Absolute Deviation (MAD)	0
Skewness	1.0657851
Sum	3881790
Variance	2.082435334
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
4	544548	67.3%
7	193527	23.9%
3	24335	3.0%
5	21948	2.7%
9	14614	1.8%
2	7382	0.9%
6	3301	0.4%
1	44	< 0.1%
0	9	< 0.1%
8	3	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9	< 0.1%
1	44	< 0.1%
2	7382	0.9%
3	24335	3.0%
4	544548	67.3%
5	21948	2.7%
6	3301	0.4%
7	193527	23.9%
8	3	< 0.1%
9	14614	1.8%

Value	Count	Frequency (%)
9	14614	1.8%
8	3	< 0.1%
7	193527	23.9%
6	3301	0.4%
5	21948	2.7%
4	544548	67.3%
3	24335	3.0%
2	7382	0.9%
1	44	< 0.1%
0	9	< 0.1%

DIRECCION
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	1712
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	805.1322497

Minimum	0
Maximum	1711
Zeros	173
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	6.2 MiB

Quantile statistics

Minimum	0
5-th percentile	60
Q1	327
median	785
Q3	1239
95-th percentile	1616
Maximum	1711
Range	1711
Interquartile range (IQR)	912

Descriptive statistics

Standard deviation	513.0744349
Coefficient of variation (CV)	0.6372548549
Kurtosis	-1.282829346
Mean	805.1322497
Median Absolute Deviation (MAD)	455
Skewness	0.1086307905
Sum	651924439
Variance	263245.3757
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
50	8663	1.1%
524	8431	1.0%
1549	8210	1.0%
234	7718	1.0%
568	7526	0.9%
1122	6692	0.8%
980	6597	0.8%
696	6547	0.8%
124	5869	0.7%
311	5623	0.7%
Other values (1702)	737835	91.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	173	< 0.1%
1	255	< 0.1%
2	294	< 0.1%
3	396	< 0.1%
4	91	< 0.1%
5	51	< 0.1%
6	212	< 0.1%
7	321	< 0.1%
8	569	0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
1711	89	< 0.1%
1710	124	< 0.1%
1709	59	< 0.1%
1708	29	< 0.1%
1707	6	< 0.1%
1706	4181	0.5%
1705	130	< 0.1%
1704	342	< 0.1%
1703	81	< 0.1%
1702	173	< 0.1%

DIST_CIA
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	816
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	392.7146859

Minimum	0
Maximum	815
Zeros	4085
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	6.2 MiB

Quantile statistics

Minimum	0
5-th percentile	42
Q1	161
median	368
Q3	639
95-th percentile	777
Maximum	815
Range	815
Interquartile range (IQR)	478

Descriptive statistics

Standard deviation	245.5110573
Coefficient of variation (CV)	0.6251639325
Kurtosis	-1.35002112
Mean	392.7146859
Median Absolute Deviation (MAD)	232
Skewness	0.07684469637
Sum	317985401
Variance	60275.67928
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
639	31280	3.9%
368	21554	2.7%
42	20693	2.6%
80	20420	2.5%
383	18345	2.3%
141	15714	1.9%
180	14893	1.8%
543	12829	1.6%
779	11836	1.5%
646	11824	1.5%
Other values (806)	630323	77.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4085	0.5%
1	30	< 0.1%
2	5432	0.7%
3	118	< 0.1%
4	328	< 0.1%
5	108	< 0.1%
6	139	< 0.1%
7	111	< 0.1%
8	10	< 0.1%
9	27	< 0.1%

Value	Count	Frequency (%)
815	5	< 0.1%
814	44	< 0.1%
813	214	< 0.1%
812	91	< 0.1%
811	1856	0.2%
810	1162	0.1%
809	1148	0.1%
808	456	0.1%
807	788	0.1%
806	66	< 0.1%

DIST_HECHO
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	1428
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	708.3835455

Minimum	0
Maximum	1427
Zeros	3812
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	6.2 MiB

Quantile statistics

Minimum	0
5-th percentile	79
Q1	302
median	688
Q3	1112
95-th percentile	1369
Maximum	1427
Range	1427
Interquartile range (IQR)	810

Descriptive statistics

Standard deviation	428.8736679
Coefficient of variation (CV)	0.6054257904
Kurtosis	-1.319349098
Mean	708.3835455
Median Absolute Deviation (MAD)	424
Skewness	0.001181408577
Sum	573585949
Variance	183932.623
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1112	30261	3.7%
79	20376	2.5%
137	19337	2.4%
1125	17765	2.2%
656	17340	2.1%
329	16191	2.0%
1369	13928	1.7%
688	13356	1.6%
1370	13174	1.6%
958	13061	1.6%
Other values (1418)	634922	78.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3812	0.5%
1	35	< 0.1%
2	5243	0.6%
3	116	< 0.1%
4	19	< 0.1%
5	20	< 0.1%
6	296	< 0.1%
7	4	< 0.1%
8	16	< 0.1%
9	56	< 0.1%

Value	Count	Frequency (%)
1427	4	< 0.1%
1426	49	< 0.1%
1425	748	0.1%
1424	116	< 0.1%
1423	1774	0.2%
1422	13	< 0.1%
1421	1	< 0.1%
1420	1160	0.1%
1419	3	< 0.1%
1418	10	< 0.1%

DPTO_CIA
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	26
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.63762379

Minimum	0
Maximum	25
Zeros	8250
Zeros (%)	1.0%
Negative	0
Negative (%)	0.0%
Memory size	6.2 MiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	7
median	14
Q3	14
95-th percentile	21
Maximum	25
Range	25
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	5.79571199
Coefficient of variation (CV)	0.4980150667
Kurtosis	-0.4469741801
Mean	11.63762379
Median Absolute Deviation (MAD)	3
Skewness	-0.1065826136
Sum	9423112
Variance	33.59027747
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
14	302953	37.4%
3	76022	9.4%
20	43124	5.3%
7	38287	4.7%
12	36855	4.6%
13	36477	4.5%
6	36002	4.4%
11	34246	4.2%
10	31257	3.9%
1	28736	3.5%
Other values (16)	145752	18.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8250	1.0%
1	28736	3.5%
2	12394	1.5%
3	76022	9.4%
4	10718	1.3%
5	18867	2.3%
6	36002	4.4%
7	38287	4.7%
8	2637	0.3%
9	12154	1.5%

Value	Count	Frequency (%)
25	7640	0.9%
24	8322	1.0%
23	15011	1.9%
22	9189	1.1%
21	14627	1.8%
20	43124	5.3%
19	3301	0.4%
18	8088	1.0%
17	3964	0.5%
16	406	0.1%

DPTO_HECHO
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	27
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.761384

Minimum	0
Maximum	26
Zeros	8124
Zeros (%)	1.0%
Negative	0
Negative (%)	0.0%
Memory size	6.2 MiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	7
median	14
Q3	14
95-th percentile	22
Maximum	26
Range	26
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	6.018374647
Coefficient of variation (CV)	0.5117063304
Kurtosis	-0.3486052785
Mean	11.761384
Median Absolute Deviation (MAD)	3
Skewness	0.03262340619
Sum	9523322
Variance	36.22083339
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=27)

Value	Count	Frequency (%)
14	301847	37.3%
3	76280	9.4%
21	43288	5.3%
7	38251	4.7%
12	36851	4.6%
13	36832	4.5%
6	36011	4.4%
11	34426	4.3%
10	31302	3.9%
1	29024	3.6%
Other values (17)	145599	18.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8124	1.0%
1	29024	3.6%
2	12218	1.5%
3	76280	9.4%
4	10815	1.3%
5	18792	2.3%
6	36011	4.4%
7	38251	4.7%
8	2653	0.3%
9	12149	1.5%

Value	Count	Frequency (%)
26	7660	0.9%
25	8323	1.0%
24	15040	1.9%
23	9276	1.1%
22	14671	1.8%
21	43288	5.3%
20	3354	0.4%
19	8	< 0.1%
18	8053	1.0%
17	3966	0.5%

EDAD
Real number (ℝ_≥0)

Distinct	58
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	34.9457646

Minimum	18
Maximum	75
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.2 MiB

Quantile statistics

Minimum	18
5-th percentile	20
Q1	27
median	32
Q3	41
95-th percentile	57
Maximum	75
Range	57
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	11.42874197
Coefficient of variation (CV)	0.3270422641
Kurtosis	0.5254670608
Mean	34.9457646
Median Absolute Deviation (MAD)	7
Skewness	0.8824736196
Sum	28295970
Variance	130.6161431
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
31	88579	10.9%
30	25454	3.1%
27	25416	3.1%
28	25339	3.1%
29	25250	3.1%
32	24964	3.1%
26	24955	3.1%
33	24362	3.0%
24	24248	3.0%
25	24202	3.0%
Other values (48)	496942	61.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
18	17183	2.1%
19	18809	2.3%
20	20708	2.6%
21	21788	2.7%
22	23097	2.9%
23	23857	2.9%
24	24248	3.0%
25	24202	3.0%
26	24955	3.1%
27	25416	3.1%

Value	Count	Frequency (%)
75	861	0.1%
74	1071	0.1%
73	1103	0.1%
72	1216	0.2%
71	1361	0.2%
70	1396	0.2%
69	1586	0.2%
68	1707	0.2%
67	1792	0.2%
66	2022	0.2%

EST_CIVIL
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.756524241

Minimum	0
Maximum	6
Zeros	136351
Zeros (%)	16.8%
Negative	0
Negative (%)	0.0%
Memory size	6.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	5
Q3	5
95-th percentile	5
Maximum	6
Range	6
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.051465432
Coefficient of variation (CV)	0.5461073323
Kurtosis	-0.7052627201
Mean	3.756524241
Median Absolute Deviation (MAD)	0
Skewness	-1.09258905
Sum	3041699
Variance	4.208510419
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
5	571263	70.6%
0	136351	16.8%
1	72767	9.0%
4	17355	2.1%
2	7161	0.9%
6	4811	0.6%
3	3	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	136351	16.8%
1	72767	9.0%
2	7161	0.9%
3	3	< 0.1%
4	17355	2.1%
5	571263	70.6%
6	4811	0.6%

Value	Count	Frequency (%)
6	4811	0.6%
5	571263	70.6%
4	17355	2.1%
3	3	< 0.1%
2	7161	0.9%
1	72767	9.0%
0	136351	16.8%

LIBRO
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	55
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	31.70259636

Minimum	0
Maximum	54
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	6.2 MiB

Quantile statistics

Minimum	0
5-th percentile	9
Q1	28
median	35
Q3	35
95-th percentile	37
Maximum	54
Range	54
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	6.657561619
Coefficient of variation (CV)	0.2100005168
Kurtosis	7.086682437
Mean	31.70259636
Median Absolute Deviation (MAD)	0
Skewness	-2.509810094
Sum	25669941
Variance	44.32312671
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
35	440843	54.4%
28	183958	22.7%
30	57805	7.1%
32	33195	4.1%
40	31752	3.9%
9	24609	3.0%
4	12030	1.5%
39	6859	0.8%
6	4025	0.5%
33	3911	0.5%
Other values (45)	10724	1.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
1	1	< 0.1%
2	1	< 0.1%
3	31	< 0.1%
4	12030	1.5%
5	19	< 0.1%
6	4025	0.5%
7	2	< 0.1%
8	2	< 0.1%
9	24609	3.0%

Value	Count	Frequency (%)
54	7	< 0.1%
53	1	< 0.1%
52	40	< 0.1%
51	11	< 0.1%
50	67	< 0.1%
49	2	< 0.1%
48	126	< 0.1%
47	1	< 0.1%
46	238	< 0.1%
45	4	< 0.1%

PROV_CIA
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	188
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	92.09852528

Minimum	0
Maximum	187
Zeros	7118
Zeros (%)	0.9%
Negative	0
Negative (%)	0.0%
Memory size	6.2 MiB

Quantile statistics

Minimum	0
5-th percentile	11
Q1	47
median	107
Q3	107
95-th percentile	175
Maximum	187
Range	187
Interquartile range (IQR)	60

Descriptive statistics

Standard deviation	47.78139179
Coefficient of variation (CV)	0.5188073494
Kurtosis	-0.7148460057
Mean	92.09852528
Median Absolute Deviation (MAD)	29
Skewness	-0.157851791
Sum	74573189
Variance	2283.061401
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
107	280012	34.6%
11	63260	7.8%
27	36002	4.4%
46	28972	3.6%
175	26810	3.3%
141	24363	3.0%
62	22745	2.8%
81	20063	2.5%
167	14867	1.8%
92	14822	1.8%
Other values (178)	277795	34.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7118	0.9%
1	240	< 0.1%
2	210	< 0.1%
3	51	< 0.1%
4	1162	0.1%
5	489	0.1%
6	3682	0.5%
7	11	< 0.1%
8	1332	0.2%
9	64	< 0.1%

Value	Count	Frequency (%)
187	2037	0.3%
186	494	0.1%
185	1159	0.1%
184	94	< 0.1%
183	649	0.1%
182	64	< 0.1%
181	1631	0.2%
180	48	< 0.1%
179	2423	0.3%
178	3237	0.4%

PROV_HECHO
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	192
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	93.87380312

Minimum	0
Maximum	191
Zeros	6965
Zeros (%)	0.9%
Negative	0
Negative (%)	0.0%
Memory size	6.2 MiB

Quantile statistics

Minimum	0
5-th percentile	11
Q1	49
median	109
Q3	109
95-th percentile	178
Maximum	191
Range	191
Interquartile range (IQR)	60

Descriptive statistics

Standard deviation	48.464819
Coefficient of variation (CV)	0.516276292
Kurtosis	-0.6902616048
Mean	93.87380312
Median Absolute Deviation (MAD)	29
Skewness	-0.1662726823
Sum	76010651
Variance	2348.83868
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
109	278765	34.4%
11	63738	7.9%
28	36011	4.4%
48	29205	3.6%
178	28224	3.5%
143	24452	3.0%
64	22465	2.8%
83	20889	2.6%
170	14872	1.8%
94	14751	1.8%
Other values (182)	276339	34.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	6965	0.9%
1	258	< 0.1%
2	206	< 0.1%
3	50	< 0.1%
4	1166	0.1%
5	543	0.1%
6	3686	0.5%
7	11	< 0.1%
8	1359	0.2%
9	65	< 0.1%

Value	Count	Frequency (%)
191	2027	0.3%
190	518	0.1%
189	1144	0.1%
188	119	< 0.1%
187	651	0.1%
186	53	< 0.1%
185	1526	0.2%
184	3	< 0.1%
183	64	< 0.1%
182	2474	0.3%

REGION
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	56
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	26.73021238

Minimum	0
Maximum	55
Zeros	7359
Zeros (%)	0.9%
Negative	0
Negative (%)	0.0%
Memory size	6.2 MiB

Quantile statistics

Minimum	0
5-th percentile	11
Q1	19
median	24
Q3	33
95-th percentile	50
Maximum	55
Range	55
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	12.4659511
Coefficient of variation (CV)	0.4663618427
Kurtosis	-0.3749300912
Mean	26.73021238
Median Absolute Deviation (MAD)	7
Skewness	0.6202052988
Sum	21643747
Variance	155.3999369
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
24	226344	28.0%
46	67953	8.4%
14	59797	7.4%
27	30717	3.8%
16	27896	3.4%
23	27601	3.4%
22	27144	3.4%
17	24532	3.0%
21	23620	2.9%
19	22881	2.8%
Other values (46)	271226	33.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7359	0.9%
1	64	< 0.1%
2	1	< 0.1%
3	5	< 0.1%
4	4682	0.6%
5	3893	0.5%
6	6779	0.8%
7	1957	0.2%
8	4858	0.6%
9	1693	0.2%

Value	Count	Frequency (%)
55	6368	0.8%
54	15061	1.9%
53	10431	1.3%
52	5642	0.7%
51	2383	0.3%
50	12593	1.6%
49	851	0.1%
48	1914	0.2%
47	4370	0.5%
46	67953	8.4%

SEXO
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	6.2 MiB

1	413567
0	396144

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	809711
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	0
4th row	1
5th row	0

Common Values

Value	Count	Frequency (%)
1	413567	51.1%
0	396144	48.9%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
1	413567	51.1%
0	396144	48.9%

Most occurring characters

Value	Count	Frequency (%)
1	413567	51.1%
0	396144	48.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	809711	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	413567	51.1%
0	396144	48.9%

Most occurring scripts

Value	Count	Frequency (%)
Common	809711	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	413567	51.1%
0	396144	48.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	809711	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	413567	51.1%
0	396144	48.9%

SIT_PERSONA
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	41
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.654915149

Minimum	0
Maximum	40
Zeros	185
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	6.2 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	7
median	7
Q3	8
95-th percentile	8
Maximum	40
Range	40
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	3.740018185
Coefficient of variation (CV)	0.4885773535
Kurtosis	35.09568731
Mean	7.654915149
Median Absolute Deviation (MAD)	0
Skewness	4.928544078
Sum	6198269
Variance	13.98773602
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=41)

Value	Count	Frequency (%)
7	406431	50.2%
8	322532	39.8%
1	44854	5.5%
11	7051	0.9%
16	6987	0.9%
14	4808	0.6%
34	3790	0.5%
24	2938	0.4%
37	1825	0.2%
22	1655	0.2%
Other values (31)	6840	0.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	185	< 0.1%
1	44854	5.5%
2	353	< 0.1%
3	7	< 0.1%
4	61	< 0.1%
5	46	< 0.1%
6	153	< 0.1%
7	406431	50.2%
8	322532	39.8%
9	574	0.1%

Value	Count	Frequency (%)
40	1109	0.1%
39	853	0.1%
38	3	< 0.1%
37	1825	0.2%
36	7	< 0.1%
35	112	< 0.1%
34	3790	0.5%
33	43	< 0.1%
32	240	< 0.1%
31	238	< 0.1%

SUB_TIPO
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	6.2 MiB

1	805878
0	3833

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	809711
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	1
5th row	0

Common Values

Value	Count	Frequency (%)
1	805878	99.5%
0	3833	0.5%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
1	805878	99.5%
0	3833	0.5%

Most occurring characters

Value	Count	Frequency (%)
1	805878	99.5%
0	3833	0.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	809711	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	805878	99.5%
0	3833	0.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	809711	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	805878	99.5%
0	3833	0.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	809711	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	805878	99.5%
0	3833	0.5%

TIPO
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	6.2 MiB

1	568362
0	241349

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	809711
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	568362	70.2%
0	241349	29.8%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
1	568362	70.2%
0	241349	29.8%

Most occurring characters

Value	Count	Frequency (%)
1	568362	70.2%
0	241349	29.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	809711	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	568362	70.2%
0	241349	29.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	809711	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	568362	70.2%
0	241349	29.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	809711	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	568362	70.2%
0	241349	29.8%

TIPO_DENUNCIA
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	6.2 MiB

2	505961
0	197304
1	62576
3	43870

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	809711
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	2
3rd row	2
4th row	0
5th row	2

Common Values

Value	Count	Frequency (%)
2	505961	62.5%
0	197304	24.4%
1	62576	7.7%
3	43870	5.4%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
2	505961	62.5%
0	197304	24.4%
1	62576	7.7%
3	43870	5.4%

Most occurring characters

Value	Count	Frequency (%)
2	505961	62.5%
0	197304	24.4%
1	62576	7.7%
3	43870	5.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	809711	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	505961	62.5%
0	197304	24.4%
1	62576	7.7%
3	43870	5.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	809711	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	505961	62.5%
0	197304	24.4%
1	62576	7.7%
3	43870	5.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	809711	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	505961	62.5%
0	197304	24.4%
1	62576	7.7%
3	43870	5.4%

UBICACION
Real number (ℝ_≥0)

Distinct	737837
Distinct (%)	91.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	369081.2812

Minimum	0
Maximum	737836
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	6.2 MiB

Quantile statistics

Minimum	0
5-th percentile	37505.5
Q1	185653.5
median	369070
Q3	554171.5
95-th percentile	699231.5
Maximum	737836
Range	737836
Interquartile range (IQR)	368518

Descriptive statistics

Standard deviation	211909.6607
Coefficient of variation (CV)	0.574154452
Kurtosis	-1.193609155
Mean	369081.2812
Median Absolute Deviation (MAD)	184253
Skewness	-0.004298594752
Sum	2.988491733 × 10¹¹
Variance	4.490570432 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
178750	331	< 0.1%
577597	276	< 0.1%
641933	256	< 0.1%
646424	228	< 0.1%
268137	211	< 0.1%
652162	196	< 0.1%
513416	194	< 0.1%
585117	179	< 0.1%
7574	177	< 0.1%
614544	175	< 0.1%
Other values (737827)	807488	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
737836	1	< 0.1%
737835	1	< 0.1%
737834	1	< 0.1%
737833	1	< 0.1%
737832	1	< 0.1%
737831	1	< 0.1%
737830	4	< 0.1%
737829	1	< 0.1%
737828	3	< 0.1%
737827	1	< 0.1%

VIA
Real number (ℝ_≥0)

ZEROS

Distinct	16
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.723146901

Minimum	0
Maximum	15
Zeros	20641
Zeros (%)	2.5%
Negative	0
Negative (%)	0.0%
Memory size	6.2 MiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	3
median	10
Q3	10
95-th percentile	10
Maximum	15
Range	15
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	3.653429871
Coefficient of variation (CV)	0.4730493823
Kurtosis	-0.8301208701
Mean	7.723146901
Median Absolute Deviation (MAD)	0
Skewness	-0.7081578929
Sum	6253517
Variance	13.34754982
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
10	467479	57.7%
2	124553	15.4%
3	70912	8.8%
8	60481	7.5%
0	20641	2.5%
13	16525	2.0%
6	14783	1.8%
15	12941	1.6%
5	7260	0.9%
7	5097	0.6%
Other values (6)	9039	1.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	20641	2.5%
1	2452	0.3%
2	124553	15.4%
3	70912	8.8%
4	2405	0.3%
5	7260	0.9%
6	14783	1.8%
7	5097	0.6%
8	60481	7.5%
9	348	< 0.1%

Value	Count	Frequency (%)
15	12941	1.6%
14	1580	0.2%
13	16525	2.0%
12	1302	0.2%
11	952	0.1%
10	467479	57.7%
9	348	< 0.1%
8	60481	7.5%
7	5097	0.6%
6	14783	1.8%

PAIS_NATAL
Real number (ℝ_≥0)

Distinct	211
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	145.0206938

Minimum	0
Maximum	210
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	6.2 MiB

Quantile statistics

Minimum	0
5-th percentile	145
Q1	145
median	145
Q3	145
95-th percentile	145
Maximum	210
Range	210
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	6.152173713
Coefficient of variation (CV)	0.04242272983
Kurtosis	238.1543263
Mean	145.0206938
Median Absolute Deviation (MAD)	0
Skewness	-7.708023326
Sum	117424851
Variance	37.8492414
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
145	804134	99.3%
203	2464	0.3%
201	841	0.1%
49	387	< 0.1%
9	217	< 0.1%
67	190	< 0.1%
22	158	< 0.1%
41	151	< 0.1%
76	94	< 0.1%
26	88	< 0.1%
Other values (201)	987	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
1	7	< 0.1%
2	2	< 0.1%
3	23	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	217	< 0.1%

Value	Count	Frequency (%)
210	1	< 0.1%
209	1	< 0.1%
208	1	< 0.1%
207	5	< 0.1%
206	1	< 0.1%
205	1	< 0.1%
204	1	< 0.1%
203	2464	0.3%
202	1	< 0.1%
201	841	0.1%

FEC_REGISTRO_ANIO
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	6.2 MiB

2019	289569
2018	207252
2017	179675
2016	133213
2014	2

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	3238844
Distinct characters	8
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2016
2nd row	2016
3rd row	2016
4th row	2016
5th row	2016

Common Values

Value	Count	Frequency (%)
2019	289569	35.8%
2018	207252	25.6%
2017	179675	22.2%
2016	133213	16.5%
2014	2	< 0.1%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
2019	289569	35.8%
2018	207252	25.6%
2017	179675	22.2%
2016	133213	16.5%
2014	2	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
2	809711	25.0%
0	809711	25.0%
1	809711	25.0%
9	289569	8.9%
8	207252	6.4%
7	179675	5.5%
6	133213	4.1%
4	2	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3238844	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	809711	25.0%
0	809711	25.0%
1	809711	25.0%
9	289569	8.9%
8	207252	6.4%
7	179675	5.5%
6	133213	4.1%
4	2	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	3238844	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	809711	25.0%
0	809711	25.0%
1	809711	25.0%
9	289569	8.9%
8	207252	6.4%
7	179675	5.5%
6	133213	4.1%
4	2	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3238844	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	809711	25.0%
0	809711	25.0%
1	809711	25.0%
9	289569	8.9%
8	207252	6.4%
7	179675	5.5%
6	133213	4.1%
4	2	< 0.1%

FEC_REGISTRO_MES
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.570191093

Minimum	1
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.2 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	3
median	6
Q3	10
95-th percentile	12
Maximum	12
Range	11
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	3.556472892
Coefficient of variation (CV)	0.5413043307
Kurtosis	-1.30146072
Mean	6.570191093
Median Absolute Deviation (MAD)	3
Skewness	0.01865577497
Sum	5319956
Variance	12.64849943
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
12	80066	9.9%
11	76406	9.4%
10	74636	9.2%
3	73871	9.1%
4	70909	8.8%
5	69278	8.6%
8	68356	8.4%
2	66856	8.3%
6	66456	8.2%
1	66445	8.2%
Other values (2)	96432	11.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	66445	8.2%
2	66856	8.3%
3	73871	9.1%
4	70909	8.8%
5	69278	8.6%
6	66456	8.2%
7	46465	5.7%
8	68356	8.4%
9	49967	6.2%
10	74636	9.2%

Value	Count	Frequency (%)
12	80066	9.9%
11	76406	9.4%
10	74636	9.2%
9	49967	6.2%
8	68356	8.4%
7	46465	5.7%
6	66456	8.2%
5	69278	8.6%
4	70909	8.8%
3	73871	9.1%

FEC_REGISTRO_DIA
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	31
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	15.76319205

Minimum	1
Maximum	31
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.2 MiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	8
median	16
Q3	23
95-th percentile	29
Maximum	31
Range	30
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	8.78737789
Coefficient of variation (CV)	0.5574618301
Kurtosis	-1.191214714
Mean	15.76319205
Median Absolute Deviation (MAD)	8
Skewness	0.002019229053
Sum	12763630
Variance	77.21801018
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
18	27588	3.4%
4	27338	3.4%
19	27238	3.4%
22	27226	3.4%
26	27043	3.3%
11	27001	3.3%
28	26994	3.3%
20	26906	3.3%
5	26839	3.3%
17	26780	3.3%
Other values (21)	538758	66.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	25421	3.1%
2	26617	3.3%
3	26570	3.3%
4	27338	3.4%
5	26839	3.3%
6	26451	3.3%
7	26245	3.2%
8	25855	3.2%
9	26606	3.3%
10	26099	3.2%

Value	Count	Frequency (%)
31	15991	2.0%
30	23951	3.0%
29	24705	3.1%
28	26994	3.3%
27	26550	3.3%
26	27043	3.3%
25	26303	3.2%
24	25920	3.2%
23	26493	3.3%
22	27226	3.4%

FEC_REGISTRO_DIA_SEM
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.793853609

Minimum	0
Maximum	6
Zeros	139264
Zeros (%)	17.2%
Negative	0
Negative (%)	0.0%
Memory size	6.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	3
Q3	4
95-th percentile	6
Maximum	6
Range	6
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.011049755
Coefficient of variation (CV)	0.7198121433
Kurtosis	-1.231037702
Mean	2.793853609
Median Absolute Deviation (MAD)	2
Skewness	0.1337823363
Sum	2262214
Variance	4.044321116
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	139264	17.2%
1	123634	15.3%
2	119862	14.8%
3	115677	14.3%
4	109496	13.5%
6	104951	13.0%
5	96827	12.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	139264	17.2%
1	123634	15.3%
2	119862	14.8%
3	115677	14.3%
4	109496	13.5%
5	96827	12.0%
6	104951	13.0%

Value	Count	Frequency (%)
6	104951	13.0%
5	96827	12.0%
4	109496	13.5%
3	115677	14.3%
2	119862	14.8%
1	123634	15.3%
0	139264	17.2%

FECHA_HORA_HECHO_ANIO
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	25
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2017.795316

Minimum	1990
Maximum	2019
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.2 MiB

Quantile statistics

Minimum	1990
5-th percentile	2016
Q1	2017
median	2018
Q3	2019
95-th percentile	2019
Maximum	2019
Range	29
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.114634399
Coefficient of variation (CV)	0.0005524021144
Kurtosis	3.45860723
Mean	2017.795316
Median Absolute Deviation (MAD)	1
Skewness	-0.6262832874
Sum	1633831063
Variance	1.242409843
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
2019	288899	35.7%
2018	204968	25.3%
2017	179819	22.2%
2016	134482	16.6%
2015	1292	0.2%
2014	76	< 0.1%
2013	33	< 0.1%
2012	28	< 0.1%
2011	22	< 0.1%
2007	18	< 0.1%
Other values (15)	74	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1990	5	< 0.1%
1996	1	< 0.1%
1997	3	< 0.1%
1998	1	< 0.1%
1999	1	< 0.1%
2000	3	< 0.1%
2001	2	< 0.1%
2002	4	< 0.1%
2003	3	< 0.1%
2004	4	< 0.1%

Value	Count	Frequency (%)
2019	288899	35.7%
2018	204968	25.3%
2017	179819	22.2%
2016	134482	16.6%
2015	1292	0.2%
2014	76	< 0.1%
2013	33	< 0.1%
2012	28	< 0.1%
2011	22	< 0.1%
2010	10	< 0.1%

FECHA_HORA_HECHO_MES
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.520591915

Minimum	1
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.2 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	3
median	6
Q3	10
95-th percentile	12
Maximum	12
Range	11
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	3.558400676
Coefficient of variation (CV)	0.5457174322
Kurtosis	-1.301972543
Mean	6.520591915
Median Absolute Deviation (MAD)	3
Skewness	0.02634332052
Sum	5279795
Variance	12.66221537
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
11	76507	9.4%
12	76396	9.4%
3	74629	9.2%
10	73872	9.1%
4	70337	8.7%
1	69762	8.6%
5	68663	8.5%
2	67501	8.3%
8	66480	8.2%
6	65162	8.0%
Other values (2)	100402	12.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	69762	8.6%
2	67501	8.3%
3	74629	9.2%
4	70337	8.7%
5	68663	8.5%
6	65162	8.0%
7	48499	6.0%
8	66480	8.2%
9	51903	6.4%
10	73872	9.1%

Value	Count	Frequency (%)
12	76396	9.4%
11	76507	9.4%
10	73872	9.1%
9	51903	6.4%
8	66480	8.2%
7	48499	6.0%
6	65162	8.0%
5	68663	8.5%
4	70337	8.7%
3	74629	9.2%

FECHA_HORA_HECHO_DIA
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	31
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	15.6089506

Minimum	1
Maximum	31
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.2 MiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	8
median	16
Q3	23
95-th percentile	29
Maximum	31
Range	30
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	8.812234928
Coefficient of variation (CV)	0.5645629327
Kurtosis	-1.192272551
Mean	15.6089506
Median Absolute Deviation (MAD)	8
Skewness	0.009148324343
Sum	12638739
Variance	77.65548442
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
1	29807	3.7%
25	27994	3.5%
17	27556	3.4%
3	27424	3.4%
15	27382	3.4%
18	27250	3.4%
2	27145	3.4%
4	27134	3.4%
11	26789	3.3%
10	26725	3.3%
Other values (21)	534505	66.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	29807	3.7%
2	27145	3.4%
3	27424	3.4%
4	27134	3.4%
5	26256	3.2%
6	25957	3.2%
7	26000	3.2%
8	26366	3.3%
9	26200	3.2%
10	26725	3.3%

Value	Count	Frequency (%)
31	14322	1.8%
30	23617	2.9%
29	24371	3.0%
28	26350	3.3%
27	26113	3.2%
26	26227	3.2%
25	27994	3.5%
24	26531	3.3%
23	25652	3.2%
22	25885	3.2%

FECHA_HORA_HECHO_DIA_SEM
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.129520286

Minimum	0
Maximum	6
Zeros	123397
Zeros (%)	15.2%
Negative	0
Negative (%)	0.0%
Memory size	6.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	3
Q3	5
95-th percentile	6
Maximum	6
Range	6
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.108682869
Coefficient of variation (CV)	0.6738038665
Kurtosis	-1.352700014
Mean	3.129520286
Median Absolute Deviation (MAD)	2
Skewness	-0.05818490955
Sum	2534007
Variance	4.446543441
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
6	158198	19.5%
0	123397	15.2%
5	110623	13.7%
1	107474	13.3%
2	106539	13.2%
3	102768	12.7%
4	100712	12.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	123397	15.2%
1	107474	13.3%
2	106539	13.2%
3	102768	12.7%
4	100712	12.4%
5	110623	13.7%
6	158198	19.5%

Value	Count	Frequency (%)
6	158198	19.5%
5	110623	13.7%
4	100712	12.4%
3	102768	12.7%
2	106539	13.2%
1	107474	13.3%
0	123397	15.2%

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows

	COMISARIA	DERIVADA_FISCALIA	DIRECCION	DIST_CIA	DIST_HECHO	DPTO_CIA	DPTO_HECHO	EDAD	EST_CIVIL	LIBRO	PROV_CIA	PROV_HECHO	REGION	SEXO	SIT_PERSONA	SUB_TIPO	TIPO	TIPO_DENUNCIA	UBICACION	VIA	PAIS_NATAL	FEC_REGISTRO_ANIO	FEC_REGISTRO_MES	FEC_REGISTRO_DIA	FEC_REGISTRO_DIA_SEM	FECHA_HORA_HECHO_ANIO	FECHA_HORA_HECHO_MES	FECHA_HORA_HECHO_DIA	FECHA_HORA_HECHO_DIA_SEM
0	412	4	305	262	482	12	12	32	1	4	175	178	22	1	7	0	1	0	599309	10	145	2016	1	1	4	2016	1	1	4
1	1096	9	963	564	986	14	14	25	5	35	107	109	24	0	8	0	1	2	469506	10	145	2016	1	1	4	2016	1	1	4
2	1096	9	963	564	986	14	14	20	5	35	107	109	24	0	8	0	1	2	450603	10	145	2016	1	1	4	2016	1	1	4
3	231	4	1412	457	816	1	1	25	5	28	159	161	11	1	9	1	1	0	661422	10	145	2016	1	1	4	2016	1	1	4
4	1096	9	963	564	986	14	14	51	5	35	107	109	24	0	8	0	1	2	549391	10	145	2016	1	1	4	2016	1	1	4
5	16	4	213	787	1154	7	7	39	0	28	62	64	17	1	8	0	1	0	62558	10	145	2016	1	1	4	2016	1	1	4
6	611	7	327	681	659	14	14	31	5	35	107	109	24	0	8	1	1	2	183662	10	145	2016	1	2	5	2015	12	25	4
7	351	4	568	80	137	6	6	40	5	35	27	28	16	1	7	0	1	2	473211	10	145	2016	1	2	5	2016	1	1	4
8	154	4	1027	621	1079	14	14	24	5	35	107	109	24	0	8	1	1	2	528374	10	145	2016	1	3	6	2016	1	5	1
9	472	7	1246	388	696	14	14	28	1	35	107	109	24	0	7	0	1	2	583246	10	145	2016	1	3	6	2016	1	2	5

Last rows

	COMISARIA	DERIVADA_FISCALIA	DIRECCION	DIST_CIA	DIST_HECHO	DPTO_CIA	DPTO_HECHO	EDAD	EST_CIVIL	LIBRO	PROV_CIA	PROV_HECHO	REGION	SEXO	SIT_PERSONA	SUB_TIPO	TIPO_DENUNCIA	UBICACION	VIA	PAIS_NATAL	FEC_REGISTRO_ANIO	FEC_REGISTRO_MES	FEC_REGISTRO_DIA	FEC_REGISTRO_DIA_SEM	FECHA_HORA_HECHO_ANIO	FECHA_HORA_HECHO_MES	FECHA_HORA_HECHO_DIA	FECHA_HORA_HECHO_DIA_SEM
809701	974	4	1557	721	1266	23	24	50	5	30	167	170	54	1	7	1	1	682610	10	145	2019	12	16	0	2019	12	15	6
809702	974	4	1557	721	1266	23	24	33	0	28	167	170	54	0	8	1	0	281410	10	145	2019	12	18	2	2019	12	14	5
809703	974	4	1557	721	1266	23	24	36	5	28	167	170	54	1	7	1	0	211462	10	145	2019	12	18	2	2019	12	17	1
809704	974	4	1557	721	1266	23	24	56	5	28	167	170	54	1	7	1	0	190979	10	145	2019	12	22	6	2019	7	31	2
809705	974	7	1557	721	1266	23	24	59	5	28	167	170	54	1	7	1	0	150020	10	145	2019	12	26	3	2019	12	25	2
809706	974	4	1557	721	1266	23	24	30	5	30	167	170	54	1	7	1	1	199070	10	145	2019	12	30	0	2019	12	26	3
809707	974	7	1557	721	1266	23	24	22	5	28	167	170	54	1	7	1	0	266332	10	145	2019	12	31	1	2019	12	31	1
809708	993	4	715	734	1286	23	24	38	5	28	171	174	54	1	7	1	0	263974	10	145	2019	12	9	0	2019	11	25	0
809709	993	4	715	734	1286	23	24	36	5	9	171	174	54	1	2	1	2	266973	10	145	2019	12	23	0	2019	12	22	6
809710	993	4	715	734	1286	23	24	37	1	9	171	174	54	1	11	1	2	681107	10	145	2019	12	28	5	2019	12	27	4

Most frequently occurring

	COMISARIA	DERIVADA_FISCALIA	DIRECCION	DIST_CIA	DIST_HECHO	DPTO_CIA	DPTO_HECHO	EDAD	EST_CIVIL	LIBRO	PROV_CIA	PROV_HECHO	REGION	SEXO	SIT_PERSONA	SUB_TIPO	TIPO	TIPO_DENUNCIA	UBICACION	VIA	PAIS_NATAL	FEC_REGISTRO_ANIO	FEC_REGISTRO_MES	FEC_REGISTRO_DIA	FEC_REGISTRO_DIA_SEM	FECHA_HORA_HECHO_ANIO	FECHA_HORA_HECHO_MES	FECHA_HORA_HECHO_DIA	FECHA_HORA_HECHO_DIA_SEM	# duplicates
4	1	7	490	145	258	1	1	31	4	28	159	161	11	1	8	1	1	0	111347	2	145	2016	8	11	3	2016	8	8	0	7
237	231	4	222	141	249	13	13	51	5	35	46	48	23	0	8	1	1	2	457997	3	145	2016	8	17	2	2016	8	16	1	7
600	575	7	1669	416	742	3	3	32	1	28	11	11	14	0	8	1	1	0	600488	2	145	2016	8	21	6	2016	8	21	6	7
974	1049	7	423	784	1377	12	12	18	5	35	181	185	22	0	8	1	1	2	648677	6	145	2018	11	14	2	2018	11	14	2	6
601	575	7	1669	416	742	3	3	57	5	28	11	11	14	1	8	1	1	0	696023	3	145	2016	7	20	2	2016	7	20	2	5
856	938	7	753	691	1217	20	21	35	4	35	163	165	27	1	34	1	1	2	170659	3	145	2017	1	25	2	2017	1	25	2	5
915	975	4	1323	204	382	7	7	41	5	30	62	64	17	0	37	1	1	1	110591	2	145	2017	2	10	4	2017	2	10	4	5
10	2	7	805	0	0	20	21	33	5	28	141	143	27	0	8	1	1	0	54991	10	145	2018	3	19	0	2018	3	18	6	4
949	1027	7	1413	759	1342	3	3	40	5	35	11	11	14	1	7	1	1	2	377755	10	145	2018	3	19	0	2018	3	17	5	4
117	130	4	798	116	193	3	3	28	5	36	11	11	14	1	7	1	1	2	654301	10	145	2016	7	23	5	2016	7	22	4	3

Overview

Variables

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Spearman's ρ

Pearson's r

Kendall's τ

Cramér's V (φc)

Phik (φk)

Missing values

Sample

First rows

Last rows

Duplicate rows

Most frequently occurring